He felt his vision blur. The garden, his pride and joy, had always been his sanctuary. He'd spent years cultivating rare roses, nurturing exotic orchids. Now, his son, Finn, was out there, meticulously cross-pollinating his prize-winning blooms, his brow furrowed in concentration. Finn was already talking about grafting techniques, soil pH levels, and breeding new varieties, knowledge he somehow gleaned from somewhere. "Dad," he called out, his voice sharp with purpose, "I need some more of the specialized fertilizer." He felt a cold dread creep into his chest.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255